import numpy as np
from numpy import genfromtxt
from sklearn import linear_model

datapath = r"Delivery_Dummy.csv"
data = genfromtxt(datapath, delimiter=",")

x = data[1:, :-1]
y = data[1:, -1]
print x
print y

mlr = linear_model.LinearRegression()

mlr.fit(x, y)

print mlr
print "coef:"
print mlr.coef_
print "intercept"
print mlr.intercept_

xPredict = [90, 2, 0, 0, 1]
xPredict = np.array(xPredict).reshape(1,-1)
yPredict = mlr.predict(xPredict)

print "predict:"
print yPredict
